Written by experts in machine learning and optimization, this is the first book providing a state-of-the-art review on ADMM under various scenarios, including deterministic and convex optimization, nonconvex optimization, stochastic optimization, and distributed optimization.
The acceleration of first-order optimization algorithms is crucial for the efficiency of machine learning.Written by leading experts... Læs mere